Semantic Analysis

Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022 Probing GPT-3’s Linguistic Knowledge on Semantic Tasks EMNLP 2022 Probing Linguistic Information for Logical Inference in Pre-trained Language Models AAAI 2022 Probing Relational Knowledge in Language Models via Word Analogies EMNLP 2022 Probing Simile Knowledge from Pre-trained Language Models ACL 2022 Procedural Text Understanding via Scene-Wise Evolution AAAI 2022 PropBank Comes of Age—Larger, Smarter, and more Diverse NAACL 2022 Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022 Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia NAACL 2022 QASem Parsing: Text-to-text Modeling of QA-based Semantics EMNLP 2022 QualiAssistant: Extracting Qualia Structures from Texts COLING 2022 Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022 Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022 RELiC: Retrieving Evidence for Literary Claims ACL 2022 Residue-Based Natural Language Adversarial Attack Detection NAACL 2022 Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach NAACL 2022 Revisiting Statistical Laws of Semantic Shift in Romance Cognates COLING 2022 Revisiting the Compositional Generalization Abilities of Neural Sequence Models ACL 2022 RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners EMNLP 2022 Rule Based Event Extraction for Artificial Social Intelligence COLING 2022 S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers ACL 2022 Saliency as Evidence: Event Detection with Trigger Saliency Attribution ACL 2022 Samsung Research Poland (SRPOL) at SemEval-2022 Task 9: Hybrid Question Answering Using Semantic Roles SemEval 2022 SBU Figures It Out: Models Explain Figurative Language EMNLP 2022 Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models NAACL 2022